RandomForest Focus

[harrybsu123]

In this spirit, I have focused on implementing, studying, and understanding more techniques for random-forest.

Define progress

• [x] Upload RandomForest regressor, output prediction number based on the number of frames
• [x] Upload RandomForest(1) regressor, prediction line compare with actual Max_tib_med_contact_pressure and Max_tib_lat_contact_pressure
• [x] Upload RandomForest(2) regressor, K-Fold Cross Validation and R^2 Score.

Tasks completed

• [x] Implementation RandomForest Regressor of a new dataset.
• [x] Visually understand graph output from the prediction line compared to the max and low-pressure points.
• [x] Implement K-Fold Cross Validation, other types of validation, and R^2 score, which can test scores differently.